{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Bandpass integration\n",
    "\n",
    "The `get_emission` method implemented by any subclass of `Model`, including `Sky`, allows a `numpy` array of frequencies instead of a single frequency value to define a tophat bandpass and optionally a `weights` array of the same length to define a custom weight.\n",
    "PySM normalizes the `weights` array to unit integral then generates the emission at each of the specified frequencies, it multiplies it by the corresponding weight, and integrates them with the Trapezoidal rule.\n",
    "Instead of having generating all the maps as PySM 2, PySM 3 keeps in memory just 1 array for the output map and then creates the maps at a specific frequency one at a time and accomulates it properly into the output array."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "nbsphinx": "hidden"
   },
   "outputs": [],
   "source": [
    "import pysm3\n",
    "import pysm3.units as u\n",
    "import healpy as hp\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "sky = pysm3.Sky(nside=128, preset_strings=[\"d1\", \"s1\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "map_100GHz_delta = sky.get_emission(100 * u.GHz)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "bandpass_frequencies = np.linspace(95, 105, 11) * u.GHz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$[95,~96,~97,~98,~99,~100,~101,~102,~103,~104,~105] \\; \\mathrm{GHz}$"
      ],
      "text/plain": [
       "<Quantity [ 95.,  96.,  97.,  98.,  99., 100., 101., 102., 103., 104.,\n",
       "           105.] GHz>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bandpass_frequencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "map_100GHz_tophat = sky.get_emission(bandpass_frequencies)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(map_100GHz_delta[0] - map_100GHz_tophat[0], min=-1, max=1, title=\"I map difference\", unit=map_100GHz_tophat.unit)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "bandpass_weights = np.array([2,3,5,9,11,11.5,11,9,5,3,2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(bandpass_frequencies,bandpass_weights);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "map_100GHz_bandpass = sky.get_emission(bandpass_frequencies, bandpass_weights)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 612x388.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(map_100GHz_bandpass[0] - map_100GHz_tophat[0], min=-1, max=1, title=\"I map difference\", unit=map_100GHz_tophat.unit)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "healpyvenv",
   "language": "python",
   "name": "healpyvenv"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
